Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9854669 | 0.8931395 | 0.6399546 |
| bt | 0.8043008 | 0.4759350 | 0.2039648 |
| maxnet | 0.7785351 | 0.4455110 | NA |
| gam | 0.8288833 | 0.5297115 | 0.2442836 |
| glm | 0.6950069 | 0.3898591 | 0.0741317 |